Skills.

Give your AI a better way to work.

A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.

Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.

Category: Docs & knowledge

4,312 results · page 8 of 144

  • spec-traceSkillDocs & knowledge

    Lets your agent trace a claim about web spec behaviour through the spec's algorithm chain and end with a verdict.

    Ready to connect★ 13k

    github.com/mozilla-firefox/firefox13k stars

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  • prompt-masterSkillDocs & knowledge

    Lets your agent write, fix, and improve prompts for AI tools like image generators and coding assistants.

    Ready to connect★ 13k

    github.com/nidhinjs/prompt-master13k stars

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  • ara-compilerSkillDocs & knowledge

    Lets your agent turn papers, code, logs, or notes into a structured research artifact with claims, concepts, and evidence.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • awq-quantizationSkillDocs & knowledge

    Lets your agent shrink large language models to 4-bit size so they run faster and fit in less GPU memory.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • crewai-multi-agentSkillDocs & knowledge

    Lets your agent run multiple specialized agents together on complex tasks with roles, memory, and step-by-step workflows.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • gptqSkillDocs & knowledge

    Lets your agent shrink large language models to 4-bit so they fit and run faster on consumer GPUs.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • langchainSkillDocs & knowledge

    Lets your agent build LLM-powered apps with agents, chains, memory, and document retrieval across many AI providers.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • llama-cppSkillDocs & knowledge

    Lets your agent run language models locally on Macs, CPUs, or non-NVIDIA GPUs without cloud services.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • llamaindexSkillDocs & knowledge

    Lets your agent index documents and answer questions over them using retrieval-augmented search.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • long-contextSkillDocs & knowledge

    Teaches your agent how to extend a model's context window to handle long documents up to 128k+ tokens.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • optimizing-attention-flashSkillDocs & knowledge

    Helps your agent speed up transformer attention and cut GPU memory use when running models with long sequences.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • peft-fine-tuningSkillDocs & knowledge

    Lets your agent customize large language models by training a tiny fraction of their parameters on limited GPU memory.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • presenting-conference-talksSkillDocs & knowledge

    Lets your agent turn a research paper into conference slides with speaker notes and a talk script.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • pytorch-fsdp2SkillDocs & knowledge

    Lets your agent add PyTorch FSDP2 sharding to training scripts so large models fit across multiple GPUs.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • quantizing-models-bitsandbytesSkillDocs & knowledge

    Guides your agent through compressing large language models to 8-bit or 4-bit so they use much less GPU memory.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • sentencepieceSkillDocs & knowledge

    Lets your agent break text into subword pieces using BPE or Unigram, including multilingual and CJK text.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • serving-llms-vllmSkillDocs & knowledge

    Lets your agent serve LLMs as an API server that handles many requests on limited GPU memory.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • unslothSkillDocs & knowledge

    Gives your agent expert guidance on fine-tuning language models faster with less memory using Unsloth.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

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  • writing-emdash-docsSkillDocs & knowledge

    Lets your agent write, revise, and review EmDash documentation with accurate technical content and consistent style.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

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  • atlassian-mcpSkillDocs & knowledge

    Lets your agent search and update Jira tickets and Confluence pages, including managing sprints and backlogs.

    Ready to connect★ 11k

    github.com/jeffallan/claude-skills11k stars

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  • code-documenterSkillDocs & knowledge

    Lets your agent write and check technical docs like code docstrings, API specs, and user guides.

    Ready to connect★ 11k

    github.com/jeffallan/claude-skills11k stars

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  • cpp-proSkillDocs & knowledge

    Lets your agent write, optimize, and debug C++ code using modern C++20/23 features and performance techniques.

    Ready to connect★ 11k

    github.com/jeffallan/claude-skills11k stars

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  • rust-engineerSkillDocs & knowledge

    Lets your agent write, review, and debug Rust code including ownership, lifetimes, traits, and async with tokio.

    Ready to connect★ 11k

    github.com/jeffallan/claude-skills11k stars

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  • spec-minerSkillDocs & knowledge

    Lets your agent extract specs, API docs, and dependency maps from undocumented codebases.

    Ready to connect★ 11k

    github.com/jeffallan/claude-skills11k stars

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  • hive.context-preservationSkillDocs & knowledge

    Helps your agent save key facts from tool results into notes before its memory gets trimmed.

    Ready to connect★ 11k

    github.com/aden-hive/hive11k stars

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  • hive.note-takingSkillDocs & knowledge

    Lets your agent keep a running scratchpad of decisions, key values, and open questions so important context survives long tasks.

    Ready to connect★ 11k

    github.com/aden-hive/hive11k stars

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  • customizeSkillDocs & knowledge

    Lets your agent configure the Feynman research workbench, including specialists, skills, connectors, and settings.

    Ready to connect★ 9k

    github.com/companion-inc/feynman9k stars

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  • pdf-exploreSkillDocs & knowledge

    Lets your agent read scientific PDFs and pull out methods, figures, tables, and citations with page references.

    Ready to connect★ 9k

    github.com/companion-inc/feynman9k stars

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  • session-logSkillDocs & knowledge

    Lets your agent write a session log summarizing completed work, findings, questions, and next steps.

    Ready to connect★ 9k

    github.com/companion-inc/feynman9k stars

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  • gsd-captureSkillDocs & knowledge

    Lets your agent save ideas, tasks, and notes to the right place.

    Ready to connect★ 9k

    github.com/open-gsd/gsd-core9k stars

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What is a skill?

A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.

52,524 of the 52,958 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.

Install one and every AI you use gets it

Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.

Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.

See how to connect your AI